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Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
Читать книгу Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning - Группа авторов - Страница 1
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Страница 1
Table of Contents
List of Tables
List of Illustrations
Guide
Pages
Страница 7
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
Страница 9
Editor Biographies
List of Contributors
Preface
Acknowledgments
Acronyms
Страница 15
1 Overview of Network and Service Management
1.1 Network and Service Management at Large
1.2 Data Collection and Monitoring Protocols
1.2.1 SNMP Protocol Family
1.2.2 Syslog Protocol
1.2.3 IP Flow Information eXport (IPFIX)
1.2.4 IP Performance Metrics (IPPM)
1.2.5 Routing Protocols and Monitoring Platforms
1.3 Network Configuration Protocol
1.3.1 Standard Configuration Protocols and Approaches
1.3.2 Proprietary Configuration Protocols
1.3.3 Integrated Platforms for Network Monitoring
1.4 Novel Solutions and Scenarios
1.4.1 Software‐Defined Networking – SDN
1.4.2 Network Functions Virtualization – NFV
Bibliography
2 Overview of Artificial Intelligence and Machine Learning
2.1 Overview
2.2 Learning Algorithms
2.2.1 Supervised Learning
2.2.2 Unsupervised Learning
2.2.3 Reinforcement Learning
2.3 Learning for Network and Service Management
Bibliography
Note
Страница 41
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